Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-16 0.138934 0.151990 0.166140 0.182684 0.201589 0.222624 0.247949
2025-03-23 0.116183 0.134029 0.154873 0.181318 0.214415 0.255075 0.309785
2025-03-30 0.098885 0.118189 0.141913 0.173800 0.216470 0.273046 0.356365
2025-04-06 0.087222 0.107056 0.132394 0.168018 0.218330 0.289424 0.402712
2025-04-13 0.078641 0.098591 0.124888 0.163257 0.219974 0.304691 0.449685
2025-04-20 0.074548 0.095456 0.123893 0.166993 0.233832 0.339836 0.536438
2025-04-27 0.071876 0.093874 0.124697 0.173162 0.251963 0.384816 0.653175
2025-05-04 0.069336 0.092165 0.125018 0.178439 0.269229 0.431578 0.788953
2025-05-11 0.066672 0.089998 0.124363 0.181948 0.283857 0.476470 0.937798
2025-05-18 0.063261 0.086435 0.121217 0.180927 0.290155 0.506430 1.064079
2025-05-25 0.058839 0.081041 0.114778 0.173646 0.283793 0.509057 1.121465
2025-06-01 0.055682 0.077374 0.110794 0.170178 0.284171 0.526150 1.226633
2025-06-08 0.053104 0.074526 0.108044 0.168843 0.289039 0.555582 1.388331
2025-06-15 0.051164 0.072570 0.106621 0.169793 0.298806 0.599396 1.626843
2025-06-22 0.048052 0.068569 0.101519 0.163444 0.292339 0.601637 1.719287
2025-06-29 0.045406 0.065179 0.097233 0.158254 0.287711 0.607798 1.833646
2025-07-06 0.043115 0.062248 0.093551 0.153899 0.284367 0.616819 1.969028
2025-07-13 0.042291 0.061668 0.093875 0.157350 0.299233 0.680955 2.419942
2025-07-20 0.041857 0.061700 0.095257 0.163032 0.320340 0.771129 3.134028
2025-07-27 0.041305 0.061496 0.096192 0.167887 0.340363 0.866201 4.061630
2025-08-03 0.040547 0.060893 0.096349 0.171112 0.356868 0.956660 5.180453
2025-08-10 0.039279 0.059345 0.094654 0.170174 0.362165 1.008583 6.113584
2025-08-17 0.037347 0.056558 0.090492 0.163478 0.350723 0.991856 6.303879